Fengxiang He

Spectral complexity-scaled generalization bound of complex-valued neural networks

2023 · Edinburgh Research Explorer (University of Edinburgh)

Complex-valued neural networks (CVNNs) have been widely applied in various fields, primarily in signal processing and image recognition. Few studies have focused on the generalisation of CVNNs, although it is vital to ensure the performance …